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10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-BeginnersAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Local-first chat history analyzer with AI. | 本地优先的 AI 聊天记录分析工具
10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-BeginnersFlexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
$ npx skills add pandas-dev/pandasAn Open Source implementation of Notebook LM with more flexibility and features
$ npx skills add lfnovo/open-notebookStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlit🕸️ Web apps in pure Python 🐍
$ npx skills add reflex-dev/reflex🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
$ npx skills add lukasmasuch/best-of-ml-pythonA JavaScript library aimed at visualizing graphs of thousands of nodes and edges
$ npx skills add jacomyal/sigma.jsKepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.
$ npx skills add keplergl/kepler.glWebGL2 powered visualization framework
$ npx skills add visgl/deck.glWeFlow - 一个本地的微信聊天记录导出和年度报告应用
$ npx skills add hicccc77/WeFlowDuckDB is an analytical in-process SQL database management system
$ npx skills add duckdb/duckdbBring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
$ npx skills add d3/d3The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:
$ npx skills add metabase/metabase🔥 人人可用的开源 BI 工具，数据可视化神器。An open-source BI tool alternative to Tableau.
$ npx skills add dataease/dataease📊 Interactive JavaScript Charts built on SVG
$ npx skills add apexcharts/apexcharts.jsApache Superset is a Data Visualization and Data Exploration Platform
$ npx skills add apache/supersetHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep ChatLab if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.